xhu248 / semi_cotrast_seg

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Problem summary

wangyihub opened this issue · comments

@xhu248 Thank you for your contribution.While i am very intersted in the method about contrast learning proposed by your team,i have some question :
1.In your paper,said that"The training epoch for contrastive learning is 70, and for segmentation training, it stops after 120 epochs."I am not sure if the "contrastive learning" and the "segmentation training" are pointed global contrast(SimCLR) in step 1 and Local contrast(pixel contrast) in step 2.If so,i want to know how many epoches about fine-tune in step 3.
2. whether the code " image = image[:, :, 0].transpose((0, 2, 1)) " should be removed in preprocessing.py?Because,error will be reported during code execution raised by this code,and it is not rational to appear in preprocessing.py.
3. In ablation experiment about table 1,i want to know which organ you choose to train in hippocampus dataset.In download_dataset.py,i see Task07_Pancreas is chosed to download in default.
I am looking forward to your early reply,and thank for your contribution again!